Overview
Brought to you by YData
Dataset statistics
| Number of variables | 1 |
|---|---|
| Number of observations | 7516765 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 35441 |
| Duplicate rows (%) | 0.5% |
| Total size in memory | 400.1 MiB |
| Average record size in memory | 55.8 B |
Variable types
| Numeric | 1 |
|---|
| Dataset has 35441 (0.5%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2024-12-19 02:21:29.437345 |
|---|---|
| Analysis finished | 2024-12-19 02:26:22.753046 |
| Duration | 4 minutes and 53.32 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
cod_taric
Real number (ℝ)
| Distinct | 40373 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4856517 × 109 |
| Minimum | 1 |
|---|---|
| Maximum | 9.9909902 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 9102 |
| median | 6031100 |
| Q3 | 6.0210909 × 108 |
| 95-th percentile | 8.4818074 × 109 |
| Maximum | 9.9909902 × 109 |
| Range | 9.9909902 × 109 |
| Interquartile range (IQR) | 6.0209999 × 108 |
Descriptive statistics
| Standard deviation | 2.8604631 × 109 |
|---|---|
| Coefficient of variation (CV) | 1.9253928 |
| Kurtosis | 1.3962501 |
| Mean | 1.4856517 × 109 |
| Median Absolute Deviation (MAD) | 6031084 |
| Skewness | 1.720827 |
| Sum | 1.1167294 × 1016 |
| Variance | 8.1822489 × 1018 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99 | 38264 | 0.5% |
| 84 | 36480 | 0.5% |
| 9990 | 36090 | 0.5% |
| 9990000000 | 30705 | 0.4% |
| 999000 | 30705 | 0.4% |
| 99900000 | 30705 | 0.4% |
| 85 | 24515 | 0.3% |
| 39 | 21380 | 0.3% |
| 61 | 21125 | 0.3% |
| 49 | 20228 | 0.3% |
| Other values (40363) | 7226568 |
| Value | Count | Frequency (%) |
| 1 | 1091 | < 0.1% |
| 2 | 2926 | < 0.1% |
| 3 | 14042 | |
| 4 | 1842 | < 0.1% |
| 5 | 1216 | < 0.1% |
| 6 | 12565 | |
| 7 | 7235 | |
| 8 | 10516 | |
| 9 | 7895 | |
| 10 | 2686 | < 0.1% |
| Value | Count | Frequency (%) |
| 9990990200 | 2794 | < 0.1% |
| 9990990100 | 110 | < 0.1% |
| 9990940000 | 4275 | 0.1% |
| 9990240000 | 94 | < 0.1% |
| 9990010000 | 456 | < 0.1% |
| 9990000000 | 30705 | |
| 9931990000 | 35 | < 0.1% |
| 9931270000 | 4 | < 0.1% |
| 9931240000 | 4 | < 0.1% |
| 9930990000 | 2195 | < 0.1% |
Interactions
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| cod_taric | |
|---|---|
| 0 | 12 |
| 1 | 16 |
| 2 | 84 |
| 3 | 87 |
| 4 | 99 |
| 5 | 0603 |
| 6 | 6106 |
| 7 | 6114 |
| 8 | 8441 |
| 9 | 8531 |
| cod_taric | |
|---|---|
| 7516755 | 7009920000 |
| 7516756 | 7117199990 |
| 7516757 | 7308400000 |
| 7516758 | 7607201000 |
| 7516759 | 8473309000 |
| 7516760 | 8536490099 |
| 7516761 | 8537109899 |
| 7516762 | 8538909999 |
| 7516763 | 9905000000 |
| 7516764 | 9990000000 |
Duplicate rows
Most frequently occurring
| cod_taric | # duplicates | |
|---|---|---|
| 35339 | 99 | 38264 |
| 24883 | 84 | 36480 |
| 35423 | 9990 | 36090 |
| 35424 | 999000 | 30705 |
| 35425 | 99900000 | 30705 |
| 35426 | 9990000000 | 30705 |
| 28656 | 85 | 24515 |
| 11616 | 39 | 21380 |
| 17912 | 61 | 21125 |
| 15151 | 49 | 20228 |